Review of Web Structure Mining Techniques using Clustering and Ranking Algorithms
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 6
Abstract
Today, Web mining plays very important role. It discovers and extract information from web services and documents. In this paper we focus on the web structure mining techniques which are used to extract the rich information from web pages. User can retrieve information in the form of text, hyperlinks, images, audio, videos and image links. There are a lot of irrelevant data present on the webpage and ranking algorithms provide the relevant data which the users want. Furthermore, Clustering approach is used to group the data into clusters and used with ranking algorithms to improve the efficiency and relevancy of data. Most of the search engines rely on the ranking algorithms instead of old approach as Support Vector Machines to improve the execution time. In this paper, we survey the existing work of link mining algorithms and clustering techniques which provide the rich data to the users.
Authors and Affiliations
Rashmi Sharma, Kamaljit Kaur
Keywords
Related Articles
- EP ID EP27936
- DOI -
- Views 252
- Downloads 0
Storage Correctness and Dynamic Data Support for Cloud Data
Cloud users store their data in the cloud environment which is privileged by the service provider. Cloud users can access their cloud storage. Cloud storage is a model with virtualized pools of storage which is genera...
ROUTING THROUGH CROSS LAYER APPROACH FOR WIRELESS MAC LAYER NETWORKS
Wireless mesh networks (WMNs) are dynamically self-organized and self-configured, with the nodes in the network automatically establishing an ad hoc network and maintaining the mesh connectivity. WMNs are comprised o...
A New Approach For Automate Test case Generation Covering Branches In Software Testing
Testing is the process of evaluating a system or its components intended to find that whether it satisfies the specified requirements or not. Testing is executing a system in order to identify any gaps, errors or mis...
Advanced Embedded Wireless Robot with Motion Detection System and Live Video / Audio Transmission
this paper is to design and develop an intelligence robot to detect dangerous Gas/Smoke by using an 8 bit microcontroller. In our project the robot is designed to move automatically. The robot acts according to the...
Improving GDOP inPseudolite only Navigation System using Genetic Algorithm
Position fix accuracy of Pseudolite only navigation system [1] mainly depends upon minimum achievable GDOP (Geometrical Dilution of precision) by suitable placement of Transmitters. The suitable placement of transmi...